Автор: Siddhartha Bhattacharyya, Paramartha Dutta, Sourav De-Goran Klepac Название: Hybrid Soft Computing for Image Segmentation Издательство: Springer Год: 2016 ISBN: 978-3-319-47222-5 Язык: English Формат: pdf Размер: 16 mb Страниц: 321
The book suggests hybrids deriving from three main approaches: fuzzy systems, primarily used for handling real-life problems that involve uncertainty; artificial neural networks, usually applied for machine cognition, learning, and recognition; and evolutionary computation, mainly used for search, exploration, efficient exploitation of contextual information, and optimization.
The contributed chapters discuss both the strengths and the weaknesses of the approaches, and the book will be valuable for researchers and graduate students in the domains of image processing and computational intelligence.